beamaia's picture
Training in progress, step 100, checkpoint
d92d67f verified
raw
history blame
No virus
3.87 kB
{
"best_metric": 0.023628102615475655,
"best_model_checkpoint": "./mixstral/01-04-24-Weni-WeniGPT-QA-Zephyr-7B-5.0.1-KTO_WeniGPT Experiment using KTO trainer with no collator, Mixstral model and no system prompt.-2_max_steps-262_batch_32_2024-04-01_ppid_2059/checkpoint-100",
"epoch": 0.7582938388625592,
"eval_steps": 50,
"global_step": 100,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.15,
"grad_norm": 1.2250428199768066,
"learning_rate": 0.00019133858267716535,
"loss": 0.3931,
"step": 20,
"train/kl": 1.2274655103683472,
"train/logps/chosen": -192.38479614257812,
"train/logps/rejected": -224.69888305664062,
"train/rewards/chosen": -0.14804823696613312,
"train/rewards/margins": 1.4835635870695114,
"train/rewards/rejected": -1.6316118240356445
},
{
"epoch": 0.3,
"grad_norm": 2.3648412227630615,
"learning_rate": 0.00017559055118110238,
"loss": 0.1177,
"step": 40,
"train/kl": 0.9526737332344055,
"train/logps/chosen": -162.2818603515625,
"train/logps/rejected": -265.06201171875,
"train/rewards/chosen": 3.2411201000213623,
"train/rewards/margins": 10.128443956375122,
"train/rewards/rejected": -6.88732385635376
},
{
"epoch": 0.38,
"eval/kl": 0.0,
"eval/logps/chosen": -149.90289306640625,
"eval/logps/rejected": -403.8857727050781,
"eval/rewards/chosen": 4.500288486480713,
"eval/rewards/margins": 24.8637433052063,
"eval/rewards/rejected": -20.363454818725586,
"eval_loss": 0.04682931676506996,
"eval_runtime": 1026.2439,
"eval_samples_per_second": 0.476,
"eval_steps_per_second": 0.119,
"step": 50
},
{
"epoch": 0.45,
"grad_norm": 1.3626991510391235,
"learning_rate": 0.00015984251968503938,
"loss": 0.0493,
"step": 60,
"train/kl": 0.10373685508966446,
"train/logps/chosen": -142.3507080078125,
"train/logps/rejected": -377.33282470703125,
"train/rewards/chosen": 5.036634922027588,
"train/rewards/margins": 22.215031147003174,
"train/rewards/rejected": -17.178396224975586
},
{
"epoch": 0.61,
"grad_norm": 0.18376566469669342,
"learning_rate": 0.0001440944881889764,
"loss": 0.0223,
"step": 80,
"train/kl": 0.26756417751312256,
"train/logps/chosen": -134.23001098632812,
"train/logps/rejected": -367.7132263183594,
"train/rewards/chosen": 5.875685691833496,
"train/rewards/margins": 24.18467617034912,
"train/rewards/rejected": -18.308990478515625
},
{
"epoch": 0.76,
"grad_norm": 0.5995637774467468,
"learning_rate": 0.00012834645669291338,
"loss": 0.0257,
"step": 100,
"train/kl": 0.0,
"train/logps/chosen": -145.93228149414062,
"train/logps/rejected": -409.9689025878906,
"train/rewards/chosen": 6.230437755584717,
"train/rewards/margins": 27.460736751556396,
"train/rewards/rejected": -21.23029899597168
},
{
"epoch": 0.76,
"eval/kl": 0.2827310264110565,
"eval/logps/chosen": -131.14064025878906,
"eval/logps/rejected": -441.502197265625,
"eval/rewards/chosen": 6.376513957977295,
"eval/rewards/margins": 30.501620769500732,
"eval/rewards/rejected": -24.125106811523438,
"eval_loss": 0.023628102615475655,
"eval_runtime": 1026.1735,
"eval_samples_per_second": 0.476,
"eval_steps_per_second": 0.119,
"step": 100
}
],
"logging_steps": 20,
"max_steps": 262,
"num_input_tokens_seen": 0,
"num_train_epochs": 2,
"save_steps": 100,
"total_flos": 0.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}